OpenCodePapers

prompt-engineering-on-fgvc-aircraft

Prompt Engineering
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PaperCodeHarmonic meanModelNameReleaseDate
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models✓ Link45.17PromptKD2024-03-05
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models✓ Link42.24MMRL++2025-05-15
HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling✓ Link41.33HPT++2024-08-27
MMRL: Multi-Modal Representation Learning for Vision-Language Models✓ Link41.15MMRL2025-03-11
DePT: Decoupled Prompt Tuning✓ Link40.73DePT2023-09-14
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models✓ Link40.28HPT2023-12-11
Prompt Learning via Meta-Regularization✓ Link40.25ProMetaR2024-04-01
Self-regulating Prompts: Foundational Model Adaptation without Forgetting✓ Link40.15PromptSRC2023-07-13
Consistency-guided Prompt Learning for Vision-Language Models✓ Link39.76CoPrompt2023-06-01
Learning Domain Invariant Prompt for Vision-Language Models✓ Link38.24MetaPrompt2022-12-08
MaPLe: Multi-modal Prompt Learning✓ Link36.50MaPLe2022-10-06
Read-only Prompt Optimization for Vision-Language Few-shot Learning✓ Link35.70RPO2023-08-29
Learning Transferable Visual Models From Natural Language Supervision✓ Link31.09CLIP2021-02-26
Conditional Prompt Learning for Vision-Language Models✓ Link27.74CoCoOp2022-03-10
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